Update README.md

README.md

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 > **Document-Type-Detection** is a multi-class image classification model based on `google/siglip2-base-patch16-224`, trained to detect and classify **types of documents** from scanned or photographed images. This model is helpful for **automated document sorting**, **OCR pipelines**, and **digital archiving systems**.
 
+```py
+Classification Report:
+                   precision    recall  f1-score   support
+
+Advertisement-Doc     0.8940    0.8940    0.8940      2000
+ Hand-Written-Doc     0.9168    0.9310    0.9238      2000
+      Invoice-Doc     0.9026    0.8940    0.8983      2000
+       Letter-Doc     0.8380    0.8820    0.8594      2000
+ News-Article-Doc     0.9258    0.8800    0.9023      2000
+       Resume-Doc     0.9425    0.9340    0.9382      2000
+
+         accuracy                         0.9025     12000
+        macro avg     0.9033    0.9025    0.9027     12000
+     weighted avg     0.9033    0.9025    0.9027     12000
+```
+
+![download (2).png](https://cdn-uploads.huggingface.co/production/uploads/65bb837dbfb878f46c77de4c/pl1RVr-JTkI3hZLwHSQ0-.png)
+
 ---
 
 ## **Label Classes**